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Senior Staff Machine Learning Platform Engineer

FaireSan Francisco, CA
On-site Full-time $268K/yr - $368.5K/yr

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Experience Level

Senior

Qualifications

What You Will DoDefine and drive the long-term architecture of Faire’s ML platform, encompassing training, inference, feature management, and governance. Establish company-wide standards for code quality, testing, MLOps (CI/CD), experimentation, model lifecycle management, and observability. Lead the adoption and advanced utilization of Unity Catalog, multi-workspace strategies, and data/ML mesh patterns. Architect robust, scalable ML workflows using Spark, Delta Lake, and MLflow. Optimize the performance, reliability, and cost-effectiveness of the ML platform. Evaluate and integrate emerging Databricks features. Stay ahead of the curve by engaging with the latest advancements in machine learning and AI. Serve as a senior ML technical advisor to Faire’s data science and production engineering teams. Represent Faire at ML conferences and meetups, sharing insights and knowledge.

About the job

About Faire

Faire is a transformative online wholesale marketplace, driven by the conviction that local businesses are the future. Independent retailers around the globe generate more revenue than massive corporations like Walmart and Amazon combined, yet individually, they remain small. At Faire, we harness technology, data, and machine learning to connect this vibrant community of entrepreneurs. Think of your favorite local boutique , we empower them to discover and sell the best products from around the world. With our innovative tools and insights, we aim to level the playing field, enabling small businesses to thrive against larger competitors.

By championing the growth of independent businesses, Faire positively impacts local economies on a global scale. We’re in search of intelligent, resourceful, and passionate individuals to join us in fueling the shop local movement. If you value community, we invite you to be part of ours.

About this Role

As the Senior Staff Machine Learning Platform Engineer, you will spearhead the technical vision and evolution of Faire's ML platform. You will establish standards, influence organization-wide architecture, and lead intricate, cross-functional initiatives that enhance data science velocity at scale. This position is crucial for adapting ML workflows to leverage modern AI productivity tools. You will not only develop models but also design the systems that enable those models to empower tens of thousands of small retailers in competing and growing their local businesses.

About Faire

Faire is redefining the wholesale marketplace with a mission to empower local businesses. By leveraging technology and data, we connect independent retailers to the best products around the globe, fostering community and economic growth.

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